Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-15 0.283513 0.319329 0.359749 0.409118 0.468308 0.537655 0.626043
2024-12-22 0.221961 0.266919 0.322629 0.398199 0.500428 0.637664 0.842803
2024-12-29 0.190032 0.239454 0.305026 0.401435 0.545278 0.762528 1.139659
2025-01-05 0.162114 0.210807 0.278509 0.383916 0.553041 0.833134 1.384367
2025-01-12 0.140964 0.187664 0.254938 0.364439 0.550684 0.883856 1.616914
2025-01-19 0.125696 0.170650 0.237373 0.350215 0.552305 0.940329 1.891585
2025-01-26 0.120899 0.168212 0.241139 0.370734 0.619340 1.145960 2.661921
2025-02-02 0.119774 0.171021 0.253268 0.407597 0.727768 1.490925 4.205487
2025-02-09 0.115911 0.168941 0.256860 0.429392 0.812067 1.826589 6.286904
2025-02-16 0.111203 0.164904 0.256423 0.443136 0.882773 2.170952 9.240753
2025-02-23 0.105162 0.158009 0.249993 0.443433 0.921242 2.443625 12.714269
2025-03-02 0.096451 0.145831 0.232653 0.417942 0.886548 2.444591 14.219777
2025-03-09 0.090731 0.138738 0.224708 0.413176 0.911218 2.708035 19.919549
2025-03-16 0.085174 0.131561 0.216011 0.405735 0.927991 2.966993 28.256694
2025-03-23 0.081474 0.127380 0.212637 0.410016 0.981891 3.458119 49.083422
2025-03-30 0.075861 0.119305 0.200780 0.392220 0.961369 3.562864 64.545700
2025-04-06 0.070554 0.111446 0.188691 0.372223 0.928628 3.580950 80.086411
2025-04-13 0.066235 0.105144 0.179255 0.357597 0.910639 3.681330 108.823842
2025-04-20 0.065588 0.105614 0.183694 0.378724 1.025827 4.815908 473.178222
2025-04-27 0.066247 0.108587 0.193696 0.416706 1.226497 7.187859 384117.338376
2025-05-04 0.065484 0.108744 0.197649 0.439181 1.380603 9.837323 NaN
2025-05-11 0.064126 0.107614 0.198618 0.453360 1.508238 12.928380 NaN
2025-05-18 0.061935 0.104666 0.195167 0.453666 1.569888 15.464402 NaN